Numerical differentiation of noisy data: A unifying multi-objective optimization framework

Floris van Breugel, J. Nathan Kutz, Bingni W. Brunton

Computing derivatives of noisy measurement data is ubiquitous in the physical, engineering, and biological sciences, and it is often a critical step in developing dynamic models or…